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Applied AI·July 20, 2026·1 min read

Agent swarms and the new model economics

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Agent swarms change model economics — you can trade a single huge call for many smaller ones, shifting cost, latency, and failure modes rather than just “making it smarter.” Teams building on LLMs should be benchmarking swarm patterns against monolithic prompts now, because your unit economics and infra choices may diverge sharply depending on which path you pick.